Entry-Level Software Engineer Job Market Statistics 2026

Start with the part that gets lost in the panic. The long-term market for software developers is still growing. The Bureau of Labor Statistics' newest Occupational Outlook Handbook, covering 2025 to 2035, projects 10% growth for software developers, quality assurance analysts, and testers, which BLS calls much faster than the average for all occupations.

Software developers alone are also projected to grow 10%, adding roughly 174,700 jobs over the decade. That's slower than it was. The prior cycle, covering 2024 to 2034, projected 15% growth for the same group, and BLS refreshes these numbers every year as new data comes in.

Average annual job openings for the group cooled too: about 106,100 projected per year now, down from 129,200 in the prior release. Most of those openings come from people retiring or changing careers, not just new roles.

Computer programmers, an older and narrower BLS category, are projected to shrink 7% over the same 2025-2035 window, with about 4,400 openings a year. That gap between the programmer title and the developer title isn't a rounding error. It shows where demand is actually headed.

The field is still growing. But growth that cools from 15% to 10% in a single revision cycle is the market telling you the old definition of entry-level engineer doesn't clear the bar anymore.

Indeed Hiring Lab tracks software development job postings on Indeed.com in the United States against a February 2020 baseline of 100. As of October 2, 2026, that index stood at 78.3, up from 64.3 a year earlier and well off the low of 61.1 set in May 2025.

That's a real recovery, five straight quarters of it. It's also still roughly 22% below pre-pandemic levels, so demand for software engineers in 2026 is climbing out of a hole rather than booming.

The recovery isn't reaching juniors much. Indeed found that 71% of the increase in software-development postings between May 2025 and May 2026 came from senior-level roles, and 37% of the increase was in postings that mention AI directly in the job title. Companies are hiring, but most of that market demand is for senior engineers.

The starkest number is the entry-level share itself. In the first quarter of 2026, just 4.5% of U.S. software-development postings were entry-level, the smallest share of any sector Indeed measured. Senior-level postings made up 69.3% of the category over the same period, leaving roughly 26% for mid-level roles. If you want a senior software engineer title in five years, the first rung is the hard one.

The software engineer job market hasn't collapsed in 2026, and neither has the broader tech job market. It moved up the experience ladder, toward people who can supervise AI output rather than generate a first draft of it.

Handshake has the clearest read on what students and new grads are actually living through. Its spring 2026 report on the Class of 2026 found job postings for this class dipped below 2020 levels. Employers were posting nearly twice as many jobs when these seniors started college, at the tail end of the hiring boom that followed the pandemic years.

The squeeze built for a while. By August 2025, postings on Handshake were down more than 16% year over year, while applications per job had climbed 26%. By spring 2026, postings sat 2% below the prior year and 12% below pre-pandemic levels.

Layoff trackers back that up. Layoffs.fyi counted more than 126,000 layoffs across the tech industry by mid-August 2026, already above the 122,606 it tracked across all of 2025. That's part of why the entry-level job market feels saturated even while headline growth numbers look fine.

Every posting gets swarmed, and the early filters get harsher as a result.

Students feel it. Pessimism about starting a career climbed from 46% to 62% of graduating seniors. Three in four pessimistic seniors blame companies hiring fewer entry-level workers, and AI comes third at 50%, up from 34% in 2024.

Every posting gets swarmed, and the early filters get harsher as a result.

One Class of 2026 engineering major in Handshake's report applied to about 50 postings to land four or five interviews. Most never answered. Here's how that student explained the job search win:

“I got a job in engineering, the main reason they were interested seems to be my internship.”

— Class of 2026 engineering major, Handshake

When a single posting draws hundreds of applicants, a weak resume gets tossed immediately. Generic portfolios blend together. A bootcamp capstone that looks like every other bootcamp capstone doesn't register.

The fix is simple to say and hard to do: become visibly more credible than the average applicant before you ever click submit.

SignalFire's 2026 State of Tech Talent report, published in June, puts a hard number on what everyone already suspected. New-grad and entry-level hiring at big tech companies (the report's "Tech Majors": Alphabet, Meta, Apple, Amazon, Microsoft, Netflix, Nvidia, Tesla, Uber, Airbnb, Block, and Stripe) is down roughly 65% from 2019. At early-stage startups, it's down about 76%.

Overall engineering hiring hasn't collapsed the same way. Software engineers now make up 55% of all hiring at the Tech Majors, up from 46% in 2019, and engineering hiring at early-stage startups is actually up 7% since then. The cuts in software engineering hiring are concentrated at the entry point, not spread across the whole tech sector.

Who's actually filling the junior seats

SignalFire's explanation is blunt: companies of all sizes are prioritizing experienced individual contributors rather than investing in training new grads and early-career hires. So a new grad applying today competes with experienced engineers for the same seats, on top of the usual field of classmates.

There's a twist in the same report. Class of 2025 graduates from the top 20 U.S. computer science programs were 45% less likely to land a job at a Tech Major, and new grads are now twice as likely to call themselves founders as they were in 2022. Some of the best talent is building its own pipeline.

AI is also opening new opportunities in a few software engineering roles tied to emerging technologies:

• AI and ML engineers. Their share of engineering roles grew 39% since ChatGPT's 2022 launch.
• Forward-deployed engineers. Their share grew 30% over the same stretch.

Engineers held up far better than other functions. At the Tech Majors, design hiring is down 48% from 2019, product management 39%, and marketing 36%. The entry-level seat is what shrank, not the engineering title.

One of the sharpest junior-market signals comes from Handshake's software engineering job postings data. Software Engineer ranked among the five most-posted roles on the platform every year from 2018 through 2023, and was the single most-posted role for the Class of 2020's senior year.

For the 2024-2025 school year, it fell to ninth. That's a meaningful drop, and a direct measure of how much the obvious new-grad pipeline cooled since the peak hiring years.

Students adapted instead of waiting it out. Class of 2024 and 2025 computer science students sent a larger share of applications to IT, computer systems, and cybersecurity roles, and showed rising interest in finance, marketing, and project management jobs.

That points to two things. Many CS majors broadened out once the classic junior SWE funnel got harder, and employers outside pure software engineering still pay well for analytical, systems-minded talent.

Your first role doesn't have to be titled Software Engineer I at a recognizable brand to count. QA automation, developer support, platform operations, data engineering, cybersecurity, and implementation engineering all build real career capital.

If the front door is crowded, use another entrance.

Handshake's Class of 2026 spotlight on computer science majors gives a blunt emotional readout. Seventy percent said they feel at least somewhat pessimistic about their careers, compared with 61% of seniors overall. Only 14% called themselves optimistic.

Almost 30% of computer science majors say they would have picked a different major if they'd seen generative AI coming. That's nearly double the 16% of humanities students who say the same.

Sixty-four percent of pessimistic computer science majors cite generative AI as a factor, compared with 47% of pessimistic students overall. They picked one of the most lucrative majors, then graduated into a market where junior postings shrank and AI arrived at the worst possible moment.

They picked one of the most lucrative majors, then graduated into a market where junior postings shrank and AI arrived at the worst possible moment.

The adoption numbers complicate the gloom. Forty-two percent of Class of 2026 computer science majors use generative AI daily, versus 24% of rising seniors overall, and 45% highlight AI skills on their resumes.

Junior developers are worried AI will reshape entry-level work. They also know skipping it would be career malpractice. The winners use AI as leverage. They can still debug, reason about tradeoffs, and explain why generated code is good or bad.

Now for good news. Even with tighter entry-level hiring, software-related pay keeps climbing faster than almost every other major.

NACE's Winter 2026 Salary Survey projects an average starting salary of $81,535 for Class of 2026 computer science bachelor's grads, up 6.9% from $76,251 the year before. That's the biggest projected increase of any major category NACE tracks, and it makes computer sciences the top-paid bachelor's category in the survey.

An advanced degree still pays. Computer science master's grads do even better: $94,212 on average, up 10.9% from $84,960. That makes computer sciences the top-paid master's field for the Class of 2026 too.

These aren't inflated internet numbers. They're base salary projections from the 150 employers NACE surveyed between October and November 2025, and they exclude stock, signing bonuses, and the rest of the total compensation story.

About 60% of surveyed employers plan to hire computer science majors from the Class of 2026. Only finance and mechanical engineering, at 61.3% each, rank higher among bachelor's majors.

A market can be harder to enter and still be one of the better economic bets available. Both of those things are true here at once.

This page covers new-grad starting pay specifically. For a full breakdown by experience level, from junior to staff engineer, see our software developer salary statistics.

The New York Fed's tracker for recent college graduates cuts through yes-or-no thinking about jobs. Employed versus unemployed is only half the picture. Underemployment, meaning you're working a job that doesn't need your degree, matters just as much.

Across all majors, the Fed's Q2 2026 release (August 2026) puts unemployment for recent grads (22 to 27 year-olds with a bachelor's degree) at 5.6%, with underemployment at about 42%.

The Fed's major-by-major breakdown, updated in February 2026 with 2024 Census data, shows computer science and computer engineering grads doing worse on the first number and much better on the second. Computer engineering carries a 7.8% unemployment rate, the second-highest of any major the Fed tracks. Computer science sits at 7.0%, fourth-highest.

Put those two numbers together and a pattern shows up. CS and CE grads struggle more to land that first job than the typical graduate. The ones who do land one are more likely to use the degree they paid for, at early-career median wages of $87,000 (CS) and $90,000 (CE).

Here's how the picture breaks down. Major rows use the Fed's 2024 data; the comparison rows are Q2 2026.

For context, the rate for all college graduates aged 22 to 65 averaged 2.9% in Q2 2026, and 4.1% for all workers. Both tech majors are running well above that baseline.

Stanford's Digital Economy Lab has the most rigorous data yet on whether AI is actually displacing junior workers. Their answer, updated August 12, 2026, is nuanced: no mass layoffs, but a real and growing gap.

Using anonymized ADP payroll data through June 2026, the researchers found that employment among workers aged 22 to 25 in AI-exposed occupations sits 19% below where it would be had it kept pace with less-exposed peers. The paper's November 2025 version put that relative decline at 16%.

The adjustment runs through hiring, not firing. Tech companies and other employers are bringing on fewer young workers in exposed roles rather than separating more of them, and the change shows up in headcount rather than base pay.

Software development is one of the paper's headline examples, alongside customer service. By September 2025, employment for software developers aged 22 to 25 had fallen nearly 20% from its late-2022 peak.

The declines concentrate in jobs where AI substitutes for human tasks. Where AI mostly complements workers, employment is flat or rising, especially for experienced people.

Researchers are careful about the limits here. A 19% gap doesn't mean 19% of entry-level jobs vanished, and it isn't proof that AI alone caused the whole shortfall. It's a relative measure of how far young workers in exposed jobs have fallen behind their peers.

The AI part of this story is easy to overstate, but impossible to ignore. Stack Overflow's 2026 Developer Survey, released October 6 with 30,903 responses, found 73% of developers who use AI now use coding assistants and agents daily.

That's adoption, not displacement, and AI tools are now baked into the daily workflow. Coding assistants and agents are now the top AI use case (66%), but six in ten AI users cite at least one reason to avoid it at work or school, and losing job skills is a top concern.

Developers mostly lean on AI where they already understand the code: 67% use it on familiar code and 61% for debugging or refactoring. Judgment about unfamiliar software systems still lands on humans, and that's where junior engineers earn their keep.

A senior engineer with AI assistance produces more boilerplate, more scaffolding, more routine CRUD code than before. AI models handle more of the first draft. What's left for a junior dev to own is context-gathering, QA, debugging, documentation, integration work, and the long list of messy tasks that need judgment, not just syntax.

GitHub's most recent Octoverse report (2025, the latest edition available as of this update) adds another layer. GitHub said more than 36 million new developers joined in the year it covered, pushing the platform past 180 million developers total, with nearly 986 million commits and more than 230 repositories created per minute.

That kind of growth is incredible for the ecosystem. It's also a warning for new entrants, because more people are learning, building, and publishing than ever.

Generic project advice stopped working. One to-do app, one weather app, and one clone tutorial used to be enough to stand out. Now it's barely table stakes.

What still works is proof over visibility: a real deployment, a clear README, meaningful commit history, tests, and actual usage. Employers in a crowded field of visible developers want proof you can explain that work in an interview, not just a GitHub profile.

Stack Overflow's 2026 Developer Survey also shows which programming languages and technical skills carry weight right now. Among respondents who answered the language question, JavaScript leads at 62%, with SQL, HTML/CSS, and Python each at about 58%. Rust ranks 12th, at 18%.

PostgreSQL remains the most-used database, at 57.9% of respondents. That's useful context if you're picking what to learn next.

For a junior, the relevant skills group into a few skill sets. Front-end work leans on JavaScript and HTML/CSS. Back-end developers lean on Python, Node.js, and SQL. DevOps basics show you understand the full development process and software lifecycle.

Specialized skills with AI tools help, but only on top of that base. If you're just starting to learn to code, the fundamentals still come first. This list tells you what to practice once they're solid.

The data points to a clear strategy shift among candidates who are actually landing offers.

• Broaden the target. Many CS majors now aim at IT, cybersecurity, finance, and project-coordination roles instead of one narrow title.
• Show finished work. Deployed apps, tests, documentation, and real bug fixes beat a tutorial-shaped portfolio.
• Use AI as leverage, skip dependence. Move faster with it while still being able to explain and debug your own code.
• Network with purpose. A referral is often the difference between a resume getting read and getting ignored.
• Plan two moves ahead. A support-engineering job at a solid company that leads somewhere beats an endless wait for the perfect title.
• Treat the internship as the main event. It's often the reason an employer calls you back at all.

The market is harder. It isn't random. The people who adapt to how employers actually hire keep winning.

If you're trying to enter software engineering without a traditional CS degree, this data should make you more strategic, not more hopeless.

The bad news is obvious. With computer science grads commanding the biggest starting-salary jump of any major category and about 60% of employers planning to hire them, bootcamp grads and career switchers don't get the same built-in signaling. Differentiation matters even more.

The good news is that employers in various industries are clearly hiring for adjacent technical capability, not one rigid title path. Handshake's evidence that CS grads are spreading into IT, systems, and cybersecurity shows nontraditional candidates can do the same, often with fewer prestige constraints.

If you're a bootcamp grad, your path isn't pretending to match every four-year CS graduate on every dimension. Your path is being obviously stronger on what employers can actually see: shipped projects, practical stack familiarity, speed of execution, professionalism, and domain fit.

If you're a career switcher, your prior experience can be an advantage. A former accountant who can automate reporting and talk to finance stakeholders is more useful than a generic junior applicant. A former operations person who understands systems and process brings something most 22-year-olds don't have yet.

The market punishes genericity. That hurts candidates who try to look interchangeable, and it helps the ones who lean into a concrete story and concrete value.

Yes, but the old pitch for why doesn't hold up anymore.

The lazy version was effortless remote work, six figures, and endless demand forever. That pitch ignored cycles, competition, and the fact that every attractive market eventually gets crowded.

A more honest pitch sounds different. A software engineering career is still one of the stronger long-term career paths in the economy, with real career growth into senior and leadership roles for the people who get in. BLS still projects 10% growth through 2035. Computer science grads still post the best starting salaries of any major category NACE tracks. Employers still say they want software-capable talent.

But the entry gate is tighter, slower to open, and far less forgiving than it was during the hiring peak a few years back.

Your strategy has to match that gate. Skip the vibes, skip the single certificate, skip the hundred identical cold applications. Build proof, build range, and learn to talk like an engineer instead of just studying like one.

Selective doesn't mean impossible. It means you stop competing like the average applicant, starting now.

That's the software engineer job market in 2026 in one page: slower growth, tighter entry points, and real openings for the candidates who come prepared.

Every statistic on this page comes from a named, dated source. Key sources for this update:

• U.S. Bureau of Labor Statistics, Occupational Outlook Handbook, software developers and computer programmers, 2025-2035 projections (published 2026).
• Indeed Hiring Lab, "The Labor Market Is Tilting Toward Seniority" (July 2026), its software-development postings index via FRED (data through October 2, 2026), and Hiring Lab figures reported by CIO (July 2026).
• Handshake, "AI and the Workforce Ahead" Class of 2026 report (spring 2026), fall 2025 Workforce Outlook data, and the Class of 2026 computer science spotlight.
• SignalFire, State of Tech Talent Report, June 22, 2026.
• National Association of Colleges and Employers (NACE), Winter 2026 Salary Survey.
• Federal Reserve Bank of New York, Labor Market for Recent College Graduates, Q2 2026 release (August 6, 2026); outcomes by major from the February 2026 update (2024 data).
• Stanford Digital Economy Lab, "Canaries in the Coal Mine? Six Facts About the Recent Employment Effects of Artificial Intelligence," updated August 12, 2026.
• GitHub Octoverse 2025, developer growth and repository activity (latest edition available as of this update).
• Stack Overflow 2026 Developer Survey, released October 6, 2026.
• Layoffs.fyi, 2026 tech layoffs tracker, as reported in mid-August 2026.

Where source methodologies differ, this page favors directly stated figures from the original publisher over downstream summaries. Salary figures are base salary projections unless noted otherwise. Graduate-market numbers are best read as directional evidence about competition and demand, not a guarantee for any individual candidate.